Run
10045035

Run 10045035

Task 4669 (Supervised Classification) OVA_Lung Uploaded 22-01-2019 by KANKAN LAN
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.neighbors.classification.KNeighborsClassifier(33)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(33)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(33)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(33)_p2
sklearn.neighbors.classification.KNeighborsClassifier(33)_weights"uniform"

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9018 ± 0.0555
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9604 ± 0.0157
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7128 ± 0.1208
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
0.5363 ± 0.1082
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0475 ± 0.011
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1503 ± 0.0025
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
15450
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9636 ± 0.014
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9642 ± 0.0127
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4076 ± 0.0104
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9642 ± 0.0127
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3162 ± 0.0714
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2737 ± 0.0046
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1727 ± 0.0288
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6312 ± 0.1022
Cross-validation details (10 times 10-fold Crossvalidation)